COURSE INFORMATON
Course Title Code Semester L+P Hour Credits ECTS
Introduction to Fuzzy Set Theory * ENS   441 7 3 3 4

Prerequisites and co-requisites Yok
Recommended Optional Programme Components None

Language of Instruction Turkish
Course Level First Cycle Programmes (Bachelor's Degree)
Course Type
Course Coordinator Asst.Prof.Dr. Ebru YILMAZ
Instructors
Dr. Öğr. ÜyesiEBRU YILMAZ1. Öğretim Grup:A
 
Assistants
Goals
teaching basic characteristics of fuzzy mathematical models.
Content
Fuzziness and probability concepts, Basic characteristics of fuzzy systems, Membership functions, Parts of membership functions, Assignment of membership degrees, Classical and fuzzy sets, Fuzzy set operations, Fuzzy mathematics, Addition and subtraction of fuzzy numbers, Multiplication and division of fuzzy numbers, Defuzzification, Application samples.

Learning Outcomes
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Course's Contribution To Program
NoProgram Learning OutcomesContribution
12345
1
Has sufficient background on topics related to mathematics, physical sciences and industrial engineering.
X
2
Gains ability to use the acquired theoretical knowledge on basic sciences and industrial engineering for describing, formulating and solving an industrial engineering problem, and to choose appropriate analytical and modeling methods.
X
3
Gains ability to analyze a service and/or manufacturing system or a process and describes, formulates and solves its problems .
X
4
Gains ability to choose and apply methods and tools for industrial engineering applications.
X
5
Can collect and analyze data required for industrial engineering problems ,develops and evaluates alternative solutions.
X
6
Works efficiently and takes responsibility both individually and as a member of a multi-disciplinary team.
X
7
Can access information and to search/use databases and other sources for information gathering.
X
8
Appreciates life time learning; follows scientific and technological developments and renews himself/herself continuously.
X
9
Can use computer software in industrial engineering along with information and communication technologies.
X
10
Can use oral and written communication efficiently.
X
11
Uses English skills to follow developments in industrial engineering and to communicate with people in his/her profession.
X
12
Has a conscious understanding of professional and ethical responsibilities.
X
13
Has a necessary consciousness on issues related to job safety and health, legal aspects of environment and engineering practice.
X
14
Becomes competent on matters related to project management, entrepreneurship, innovation and has knowledge about current matters in industrial engineering.
X

Course Content
WeekTopicsStudy Materials _ocw_rs_drs_yontem
1 Fuzziness and probability concepts Reading the resources related to the section
2 Basic characteristics of fuzzy systems Reading the resources related to the section
3 Basic characteristics of fuzzy systems Reading the resources related to the section
4 Membership functions Reading the resources related to the section
5 Membership functions Reading the resources related to the section
6 Parts of membership functions Reading the resources related to the section
7 Assignment of membership degrees Reading the resources related to the section
8 Midterm exam The preparation for the midterm exam
9 Classical and fuzzy sets Reading the resources related to the section
10 Fuzzy set operations Reading the resources related to the section
11 Fuzzy mathematics, Addition and subtraction of fuzzy numbers Reading the resources related to the section
12 Multiplication and division of fuzzy numbers Reading the resources related to the section
13 Defuzzification Reading the resources related to the section
14 Application samples Reading the resources related to the section
15 Project presentations The preparation for the project presentation
16-17 Final exam The preparation for the final exam

Recommended or Required Reading
Textbook
Additional Resources
ŞEN, Z., 2004, Mühendislikte Bulanık (Fuzzy) Mantık ile Modelleme Prensipleri, Su Vakfı Yayınları, İkinci Baskı, İstanbul, 195 sayfa.